The Journal of Global Optimization publishes carefully refereed papers that encompass theoretical, computational, and applied aspects of global optimization. While the focus is on original research contributions dealing with the search for global optima of non-convex, multi-extremal problems, the journal’s scope covers optimization in the widest sense, including nonlinear, mixed integer, combinatorial, stochastic, robust, multi-objective optimization, computational geometry, and equilibrium problems. Relevant works on data-driven methods and optimization-based data mining are of special interest.In addition to papers covering theory and algorithms of global optimization, the journal publishes significant papers on numerical experiments, new testbeds, and applications in engineering, management, and the sciences. Applications of particular interest include healthcare, computational biochemistry, energy systems, telecommunications, and finance. Apart from full-length articles, the journal features short communications on both open and solved global optimization problems. It also offers reviews of relevant books and publishes special issues.
《全局优化杂志》发表了经过仔细审阅的论文，涵盖了全局优化的理论、计算和应用方面。虽然重点是原创研究贡献处理搜索全局最优的非凸，多极值问题，该杂志的范围涵盖了最广泛意义上的优化，包括非线性，混合整数，组合，随机，鲁棒性，多目标优化，计算几何和平衡问题。除了发表关于全局优化理论和算法的论文外，该杂志还发表关于数值实验、新试验床以及工程、管理和科学应用的重要论文。特别感兴趣的应用包括医疗保健、计算生物化学、能源系统、电信和金融。除了完整长度的文章，该杂志的特点是简短的交流都开放和已解决的全局优化问题。它还提供相关书籍的评论和出版专刊。
An adaptive, multivariate partitioning algorithm for global optimization of nonconvex programs
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-00734-1
A mixed integer programming approach to the tensor complementarity problem
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-00731-4
On the hierarchical structure of Pareto critical sets
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-019-00737-6
Bi-objective decision making in global optimization based on statistical models
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-018-0622-5
Iteration-complexity analysis of a generalized alternating direction method of multipliers
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0697-z
Tuning BARON using derivative-free optimization algorithms
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-018-0640-3
Surrogate optimization of deep neural networks for groundwater predictions
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-020-00912-0
MiKM: multi-step inertial Krasnosel’skiǐ–Mann algorithm and its applications
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0727-x
Solving inverse optimal control problems via value functions to global optimality
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-019-00758-1
On tightness and anchoring of McCormick and other relaxations
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-017-0598-6
Large proper gaps in bin packing and dual bin packing problems
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-018-0696-0
Global optimization issues in deep network regression: an overview
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0701-7
Variants of the Ekeland variational principle for approximate proper solutions of vector equilibrium problems
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-019-00772-3
A unified DC programming framework and efficient DCA based approaches for large scale batch reinforcement learning
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0698-y
Geometric properties for level sets of quadratic functions
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0706-2
A subgradient algorithm for a class of nonlinear split feasibility problems: application to jointly constrained Nash equilibrium models
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-00735-0
Conditional optimization of a noisy function using a kriging metamodel
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0716-0
Coherent weights for pairwise comparison matrices and a mixed-integer linear programming problem
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-019-00797-8
A sensitive-eigenvector based global algorithm for quadratically constrained quadratic programming
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0726-y
An inexact splitting method for the subspace segmentation from incomplete and noisy observations
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0684-4
A joint decomposition method for global optimization of multiscenario nonconvex mixed-integer nonlinear programs
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-019-00786-x
On the complexity of quasiconvex integer minimization problem
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0729-8
Sequential model based optimization of partially defined functions under unknown constraints
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-019-00860-4
Spectral projected gradient method for stochastic optimization
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0682-6
Using symbolic calculations to determine largest small polygons
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-020-00908-w
Solving the multistage PMU placement problem by integer programming and equivalent network design model
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-018-0672-8
Generalized forward–backward splitting with penalization for monotone inclusion problems
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-00730-5
Global supply chain networks and tariff rate quotas: equilibrium analysis with application to agricultural products
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-019-00794-x
NAUTILUS Navigator: free search interactive multiobjective optimization without trading-off
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-019-00765-2
Critical nodes in interdependent networks with deterministic and probabilistic cascading failures
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-018-0703-5
Multistart with early termination of descents
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-019-00814-W
Sharp upper and lower bounds for maximum likelihood solutions to random Gaussian bilateral inequality systems
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-019-00756-3
Well-posedness and scalarization in set optimization involving ordering cones with possibly empty interior
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0695-1
Solving pooling problems with time discretization by LP and SOCP relaxations and rescheduling methods
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-019-00795-w
A fast algorithm for globally solving Tikhonov regularized total least squares problem
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0719-x
Proximal bundle methods based on approximate subgradients for solving Lagrangian duals of minimax fractional programs
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-019-00757-2
Necessary optimality conditions for a nonsmooth semi-infinite programming problem
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-019-00742-9
Nonlinear biobjective optimization: improvements to interval branch & bound algorithms
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-019-00768-Z
On seeking efficient Pareto optimal points in multi-player minimum cost flow problems with application to transportation systems
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-019-00750-9
A cutting plane method for risk-constrained traveling salesman problem with random arc costs
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-018-0708-0
Stability in unified semi-infinite vector optimization
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-019-00761-6
On three soft rectangle packing problems with guillotine constraints
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-019-00741-w
Tighter $$\\alpha $$αBB relaxations through a refinement scheme for the scaled Gerschgorin theorem
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0718-y
Robot path planning in a dynamic environment with stochastic measurements
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0704-4
Correction to: Optimal deterministic algorithm generation
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0699-x
Nonconvex min–max fractional quadratic problems under quadratic constraints: copositive relaxations
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-019-00780-3
A robust method based on LOVO functions for solving least squares problems
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-020-00970-4
Necessary and sufficient conditions for achieving global optimal solutions in multiobjective quadratic fractional optimization problems
来源期刊：Journal of Global OptimizationDOI：10.1007/S10898-019-00766-1
Invex optimization revisited
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-018-0650-1
Learning chordal extensions
来源期刊：Journal of Global OptimizationDOI：10.1007/s10898-020-00973-1
